Deep Learning

Object-Oriented Dynamics Learning through Multi-Level Abstraction AAAI 2020 Object Relational Graph With Teacher-Recommended Learning for Video Captioning CVPR 2020 Oblique Decision Trees from Derivatives of ReLU Networks ICLR 2020 Observational Overfitting in Reinforcement Learning ICLR 2020 Obtaining Faithful Interpretations from Compositional Neural Networks ACL 2020 Octa: Omissions and Conflicts in Target-Aspect Sentiment Analysis EMNLP 2020 OctSqueeze: Octree-Structured Entropy Model for LiDAR Compression CVPR 2020 ODIANLP’s Participation in WAT2020 AACL 2020 Offset Bin Classification Network for Accurate Object Detection CVPR 2020 Offset Calibration for Appearance-Based Gaze Estimation via Gaze Decomposition WACV 2020 OF-MSRN: Optical Flow-Auxiliary Multi-Task Regression Network for Direct Quantitative Measurement, Segmentation and Motion Estimation AAAI 2020 Old Is Gold: Redefining the Adversarially Learned One-Class Classifier Training Paradigm CVPR 2020 On Breaking Deep Generative Model-based Defenses and Beyond ICML 2020 On casting importance weighted autoencoder to an EM algorithm to learn deep generative models AISTATS 2020 Once-for-All Adversarial Training: In-Situ Tradeoff between Robustness and Accuracy for Free NeurIPS 2020 Once-for-All: Train One Network and Specialize it for Efficient Deployment ICLR 2020 On Completeness-aware Concept-Based Explanations in Deep Neural Networks NeurIPS 2020 O(n) Connections are Expressive Enough: Universal Approximability of Sparse Transformers NeurIPS 2020 On Convergence and Generalization of Dropout Training NeurIPS 2020 On Correctness of Automatic Differentiation for Non-Differentiable Functions NeurIPS 2020 On Deep Unsupervised Active Learning IJCAI 2020 One Man's Trash Is Another Man's Treasure: Resisting Adversarial Examples by Adversarial Examples CVPR 2020 One Model, Many Languages: Meta-Learning for Multilingual Text-to-Speech Interspeech 2020 One Model to Pronounce Them All: Multilingual Grapheme-to-Phoneme Conversion With a Transformer Ensemble ACL 2020 One-Shot Adversarial Attacks on Visual Tracking With Dual Attention CVPR 2020